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| also: | Atlantic Ten Southern |
| Year | Seed | Record | Finishing Round | Coach |
| 1955 | - | 0 - 1 | Round of 32 (1st rd) | Fred Schaus |
| 1956 | - | 0 - 1 | Round of 32 (1st rd) | Fred Schaus |
| 1957 | - | 0 - 1 | Round of 32 (1st rd) | Fred Schaus |
| 1958 | - | 0 - 1 | Round of 32 (1st rd) | Fred Schaus |
| 1959 | - | 4 - 1 | National Championship (5th rd) | Fred Schaus |
| 1960 | - | 2 - 1 | Sweet Sixteen (2nd rd) | Fred Schaus |
| 1962 | - | 0 - 1 | Round of 32 (1st rd) | George King |
| 1963 | - | 2 - 1 | Sweet Sixteen (2nd rd) | George King |
| 1965 | - | 0 - 1 | Round of 32 (1st rd) | George King |
| 1967 | - | 0 - 1 | Round of 32 (1st rd) | Bucky Waters |
| 1982 | 5 | 1 - 1 | Round of 32 (2nd rd) | Gale Catlett |
| 1983 | 7 | 0 - 1 | Round of 64 (1st rd) | Gale Catlett |
| 1984 | 11 | 1 - 1 | Round of 32 (2nd rd) | Gale Catlett |
| 1986 | 9 | 0 - 1 | Round of 64 (1st rd) | Gale Catlett |
| 1987 | 7 | 0 - 1 | Round of 64 (1st rd) | Gale Catlett |
| 1989 | 7 | 1 - 1 | Round of 32 (2nd rd) | Gale Catlett |
| 1992 | 12 | 0 - 1 | Round of 64 (1st rd) | Gale Catlett |
| 1998 | 10 | 2 - 1 | Sweet Sixteen (3rd rd) | Gale Catlett |
| 2005 | 7 | 3 - 1 | Elite Eight (4th rd) | John Beilein |
| 2006 | 6 | 2 - 1 | Sweet Sixteen (3rd rd) | John Beilein |
| 2008 | 7 | 2 - 1 | Sweet Sixteen (3rd rd) | Bob Huggins |
| 2009 | 6 | 0 - 1 | Round of 64 (1st rd) | Bob Huggins |
| 2010 | 2 | 4 - 1 | National Semifinals (5th rd) | Bob Huggins |
